Co-Op, Machine Learning - Simulation Engineer

Co-Op, Machine Learning -Simulation Engineer

Looking to make an impact by developing disruptive artificial intelligence technologies? Saab Inc. is seeking an innovative Simulation Engineer to work with our technical teams through our Co-Op program this summer (May-August timeframe). This Co-Op opportunity is open to in office or remote.

You will be working with resident experts to develop an LLM-NLP framework for modeling and scoring semantically constructed rules and principles for benchmarking performance of autonomous systems (AS) and Agentic AI (A2I) systems. You will used advanced techniques for reducing the dimensionality of attributes and behaviors defining an autonomous agent. You will design simulation-based experiments to probe the behaviors and responses of these AS's and train benchmarking models based on alignment with the refined set of principles, in a continuous training cycle. You will need an advanced understanding of NLP/NLU, LLM usage, mathematical concepts of ML and an appetite to explore unchartered territory. Failure with clarity is success. You will publish a high-quality paper at the end of your internship.

Responsibilities include, but are not limited to:

• Highly collaborative research and development, including the design and development of novel systems with Ph.D.-level subject matter experts and academic researchers.

• Work with resident experts to develop an LLM-NLP pipeline for modeling and scoring semantically constructed rules and principles for AS, A2Is.

• Perform fundamental research to develop concepts that lead to stable/persistent models for scoring subjective principles.

• Explore concepts

• Help set up an LLM/GenAI based generative simulation environment that can update scenarios iteratively based on data needs for model training. This is a GenAI driven design space exploration problem hence knowledge of techniques such as BOE are useful.

• Familiarity with RL methods is useful but not required

Compensation Range: $20-$22/hr

In addition to a competitive hourly rate, Saab Inc. offers a sign-on bonus to off-set housing expenses for Co-Ops residing outside the typical office commuting distance.

The compensation range provided is a general guideline. When extending an offer, Saab, Inc. considers factors including (but not limited to) the role and associated responsibilities, location, and market and business considerations, as well as the candidate's work experience, key skills, and education/training.

Skills And Experience

• Advanced Math, ML and Programming skills.

• LLM's (API), Gen AI, Prompting, COT, Contextual Text Embeddings, Relevance etc.

• Enrollment in an accredited degree program focused in anEngineering or related discipline.

• This requires PhD level experience, but we are open to talented Senior or MS students at time of hire.

• Cumulative GPA of 3.0 or better is good to have.

• You may be asked to demonstrate advanced mathematical and programming skills that touch on the fundamentals needed for this position.

Citizenship Requirements:

Must be a U.S. citizen, Permanent Resident (green card holder), or protected individual as defined by 8 U.S.C. 1324b(a)(3).

Drug-Free Workplaces:

Saab is a federal government contractor and adheres to policies and programs necessary for sustaining drug-free workplaces. As a condition of employment, candidates will be required to pass a pre-employment drug screen.

Saab is a leading defense and security company with an enduring mission, to help nations keep their people and society safe. Empowered by its 19,000 talented people, Saab constantly pushes the boundaries of technology to create a safer, more sustainable and more equitable world. In the U.S., Saab delivers advanced technology and systems, supporting the U.S. Armed Forces and the Federal Aviation Administration, as well as international and commercial partners. Headquartered in Syracuse, New York, the company has business units and local employees in eight U.S. locations.

Saab is a company where we see diversity as an asset and offer unlimited opportunities for advancing in your career. We are also a company that respects each person's needs and encourage employees to lead a balanced, rewarding life beyond work. Saab values diversity and is an Equal Opportunity/ Affirmative Action employer. All qualified individuals are encouraged to apply and will be considered for employment without regard to race, color, religion, national origin, sex (including pregnancy), sexual orientation, gender identity, age, veteran, disability status, or any other federal, state, or locally protected category.